szcf-weiya / ESL-CN
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
☆2,559Updated 2 weeks ago
Alternatives and similar repositories for ESL-CN
Users that are interested in ESL-CN are comparing it to the libraries listed below
Sorting:
- Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]☆6,128Updated last year
- ☆5,167Updated 5 years ago
- 统计学习方法习题解答,在线阅读地址:https://datawhalechina.github.io/statistical-learning-method-solutions-manual☆1,867Updated this week
- 机器学习算法的公式推导以及numpy实现☆2,081Updated 2 years ago
- Mathematical derivation and pure Python code implementation of machine learning algorithms.☆1,533Updated 7 months ago
- ☆2,754Updated 5 years ago
- 《可解释的机器学习--黑盒模型可解释性理解指南》,该书为《Interpretable Machine Learning》中文版☆4,885Updated last year
- 周志华《机器学习》手推笔记☆3,671Updated 4 years ago
- 《机器学习理论导引》(宝箱书)的证明、案例、概念补充与参考文献讲解。☆1,620Updated last month
- Implement Statistical Learning Methods, Li Hang the hard way. 李航《统计学习方法》一书的硬核 Python 实现☆1,174Updated 2 years ago
- 致力于将李航博士《统计学习方法》一书中所有算法实现一遍☆5,788Updated 6 years ago
- [译] 面向机器学习的特征工程☆2,527Updated last year
- 《统计学习方法》笔记-基于Python算法实现☆2,094Updated 7 years ago
- Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版,算法实现。☆841Updated 4 years ago
- 记录Learning from data一书中的习题解答☆991Updated 6 years ago
- My personal notes☆1,705Updated 2 years ago
- exercise for nndl☆3,261Updated 9 months ago
- 《Machine Learning: A Probabilistic Perspective》(Kevin P. Murphy)中文翻译和书中算法的Python实现。☆599Updated 3 months ago
- 《迁移学习简明手册》LaTex源码☆2,516Updated 2 years ago
- 数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路☆4,454Updated 7 months ago
- A series of Jupyter notebooks with Chinese comment that walk you through the fundamentals of Machine Learning and Deep Learning in python…☆1,550Updated 2 years ago
- A Chinese Notes of MLAPP,MLAPP 中文笔记项目 https://zhuanlan.zhihu.com/python-kivy☆364Updated 4 years ago
- 手写实现李航《统计学习方法》书中全部算法☆11,346Updated last month
- A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译☆3,388Updated 3 years ago
- 《统计学习方法》的代码实现☆19,285Updated last year
- Python for《Deep Learning》,该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现☆6,957Updated 4 years ago
- 主要展示Datawhale的组队学习计划。☆2,260Updated 2 years ago
- Data competition Top Solution 数据竞赛top解决方案开源整理☆3,367Updated 4 years ago
- 周志华《机器学习》又称西瓜书是一本较为全面的书籍,书中详细介绍了机器学习领域不同类型的算法(例如:监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等),记录了本人在学习过程中的理解思路与扩展知识点,希望对新人阅读西瓜书有所帮助!☆7,462Updated 3 years ago
- ☆513Updated 4 years ago